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市場調查報告書
商品編碼
1474954

資料註釋工具市場規模、佔有率、趨勢分析報告：按類型、註釋類型、產業、地區、細分市場預測，2024-2030 年

Data Annotation Tools Market Size, Share & Trends Analysis Report By Type (Text, Image/Video, Audio), By Annotation Type, By Vertical, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 101 Pages | 商品交期: 2-10個工作天內

價格

資料註釋工具市場成長與趨勢：

Grand View Research, Inc.最新報告顯示，預計到2030年，全球資料標註工具市場規模將達到53.3億美元，2024年至2030年複合年成長率為26.3%。

由於需要記錄、儲存和分析大量資料，巨量資料的出現預計將推動人工智慧市場的成長。人工智慧的採用預計將顯著增加對資料註釋工具的需求，因為註釋資料可以作為在語音辨識和影像識別等重要領域訓練人工智慧模型和機器學習系統的催化劑。這些工具透過直接提供與確定未來結果和決策相關的資料，為人工智慧提供了優勢。

目前，汽車產業生產自動駕駛汽車的趨勢日益明顯，並且正在進行大規模投資來開發這些車輛。自動駕駛汽車結合了各種感測器和網路系統來幫助電腦驅動車輛。帶註釋的資料允許自動駕駛車輛電腦模型識別並從中學習。多家技術供應商也正在進入自動駕駛汽車市場，包括Google、特斯拉汽車、蘋果公司和華為技術有限公司。自動駕駛市場投資的增加預計將推動資料註釋市場的未來需求。例如，2021年2月，有效訓練資料和人工智慧系統供應商Appen Limited宣佈為自動駕駛汽車製造商推出新的訓練資料註解和品質保證服務。對自動駕駛汽車不斷成長的需求預計將抵消對註釋和工具的需求。

在資料註釋工具的幫助下，零售領域（尤其是電子商務領域）的不斷創新預計將在預測期內推動產業需求。例如，2019 年 2 月，沃爾瑪實驗室收購了印度資料註釋新興企業Dataturks。 Dataturks 提供由機器學習支援的圖像和文字資料註釋工具。此次收購有助於推動沃爾瑪商品行銷平台的目錄品質等創新。

資料註釋工具市場報告亮點

  • 至2023年，文字資料註釋工具領域將引領市場，佔全球銷售額的36.1%以上。依類型分為文字、圖像/視訊、音訊。
  • 2023年，手動細分市場引領市場，佔全球收益的81%以上。按註釋類型，市場分為手動、半監督和自動。
  • 2023年，IT領域引領市場，佔全球收益的32%。按行業分類，可分為 IT、汽車、政府、醫療保健、金融服務、零售等。
  • 2023年的市場以北美為主，佔全球銷售額的36.2%以上。

目錄

第1章資料註釋工具市場：調查方法與範圍

第2章資料註釋工具市場：執行摘要

  • 資料註釋工具 - 行業概述和主要採購標準
  • 全球資料標註工具市場

第3章資料標註工具市場：變數、趨勢、範圍

  • 市場區隔和範圍
  • 資料註釋工具市場滲透率與成長前景
  • 資料註釋工具 - 流程與價值鏈分析
  • 市場動態
  • 產業分析-波特五力分析
  • 資料註記工具 - PEST 分析
  • COVID-19 影響分析

第 4 章資料註釋工具：類型視角

  • 資料註釋工具市場佔有率：按類型，2023 年和 2030 年
  • 文字
  • 影像
  • 其他

第 5 章資料註解工具：註解類型 Outlook

  • 資料註釋工具市場佔有率：按註釋類型，2023 年和 2030 年
  • 手動的
  • 半監督
  • 自動的

第6章資料標註工具：產業展望

  • 資料註釋工具市場佔有率：按產業分類，2023 年和 2030 年
  • IT
  • 車
  • 政府
  • 醫療保健
  • 財務業務
  • 零售
  • 其他

第 7 章資料註釋工具：區域視角

  • 北美洲
  • 歐洲
  • 亞太地區
  • 南美洲
  • 中東/非洲

第8章 競爭格局

  • 公司簡介
    • ANNOTATE.COM
    • APPEN LIMITED
    • CLOUDAPP
    • COGITO TECH LLC
    • DEEP SYSTEMS, LLC
    • LABELBOX, INC
    • LIGHTTAG
    • LOTUS QUALITY ASSURANCE
    • PLAYMENT INC.
    • TAGTOG SP. Z OO
    • CLOUDFACTORY LIMITED
    • CLICKWORKER GMBH
    • ALEGION
    • FIGURE EIGHT INC.
    • AMAZON MECHANICAL TURK, INC.
    • EXPLOSION AI GMBH
    • MIGHTY AI, INC.
    • TRILLDATA TECHNOLOGIES PVT LTD
    • SCALE AI, INC.
    • GOOGLE LLC
    • LIONBRIDGE TECHNOLOGIES, INC.
    • SUPERANNOTATE LLC
Product Code: GVR-2-68038-938-8

Data Annotation Tools Market Growth & Trends:

The global data annotation tools market size is expected to reach USD 5.33 Billion by 2030, exhibiting a CAGR of 26.3% from 2024 to 2030, according to a new report by Grand View Research, Inc. The advent of big data is expected to drive the growth of the artificial intelligence market as a large volume of data is required to be recorded, stored, and analyzed. The adoption of artificial intelligence is expected to significantly boost the demand for data annotation tools as the annotated data acts as a catalyzer to train AI models and machine learning systems in critical areas such as speech recognition and image recognition. These tools offer AI its strength by directly providing data that is relevant to determining future outcomes and decision-making.

Currently, there is a growing trend of manufacturing autonomous vehicles in the automotive industry, which is attracting larger investments for the development of these vehicles. An autonomous vehicle includes a combination of various sensors and networking systems that assist the computer in driving the vehicle. The annotated data allows autonomous vehicle computer models to recognize and learn from it. Several technology providers such as Google LLC; Tesla Motors; Apple Inc.; and Huawei Technologies Co., Ltd. have also entered the autonomous vehicle market. The rising investments in the self-driving market are expected to drive the future demand of the data annotation market. For instance, in February 2021, Appen Limited, a provider of effective training data and AI systems, announced the launch of new training data annotation and quality assurance services for autonomous vehicle manufacturers. The rising demand for self-drive cars is likely to supplement the demand for annotation tools.

Rising innovations in the retail segment, specifically in improving the e-commerce sector, using the data annotation tools is expected to drive the industry demand over the forecast period. For instance, in February 2019, Walmart Labs acquired Dataturks, an India-based data annotation start-up. Dataturks offers annotation tools for image and text data by using machine learning. The acquisition helped drive innovations in the catalog quality and other aspects of the Walmart merchandising platform.

Data Annotation Tools Market Report Highlights:

  • The text data annotation tools segment led the market in 2023, accounting for over 36.1% share of the global revenue. Based on type, the market is segmented into text, image/video, and audio.
  • The manual segment led the market in 2023, accounting for over 81% share of the global revenue. Based on annotation type, the market is categorized into manual, semi-supervised, and automatic.
  • The IT segment led the market in 2023, accounting for a 32% share of the global revenue. Based on verticals, the market has been segmented into IT, automotive, government, healthcare, financial services, retail, and others.
  • North America dominated the market in 2023, accounting for over 36.2% share of the global revenue.

Table of Contents

Chapter 1 Data Annotation Tools Market: Methodology and Scope

  • 1.1 Research Methodology
    • 1.1.1 Information Analysis
    • 1.1.2 Market Formulation & Data Visualization
  • 1.2 Research Scope and Assumptions
  • 1.3 List of Data Sources
    • 1.3.1 Secondary Sources
    • 1.3.2 Primary Sources

Chapter 2 Data Annotation Tools Market: Executive Summary

  • 2.1 Data Annotation Tools - Industry Snapshot & Key Buying Criteria
  • 2.2 Global Data Annotation Tools Market
    • 2.2.1 Global Data Annotation Tools Market, 2017 - 2030
    • 2.2.2 Global Data Annotation Tools Market, By Region, 2017 - 2030
    • 2.2.3 Global Data Annotation Tools Market, By Type, 2017 - 2030
    • 2.2.4 Global Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 2.2.5 Global Data Annotation Tools Market, By Vertical, 2017 - 2030

Chapter 3 Data Annotation Tools Market: Variables, Trends & Scope

  • 3.1 Market Segmentation & Scope
  • 3.2 Data Annotation Tools Market Penetration and Growth Prospects
  • 3.3 Data Annotation Tools - Process Flow and Value Chain Analysis
  • 3.4 Market Dynamics
    • 3.4.1 Market Drivers
      • 3.4.1.1 Growing need to make text/ image more interactive and engaging
      • 3.4.1.2 Rapid penetration of AI and machine learning
      • 3.4.1.3 Growing R&D spending on the development of self-driving vehicles
    • 3.4.2 Market Restraints
      • 3.4.2.1 Lack of skilled labor and high costs associated with manual annotation of complex images
  • 3.5 Industry Analysis - Porter's
    • 3.5.1 Supplier Power
    • 3.5.2 Buyer Power
    • 3.5.3 Substitution Threat
    • 3.5.4 Threat From New Entrant
    • 3.5.5 Competitive Rivalry
  • 3.6 Data Annotation Tools - PEST Analysis
    • 3.6.1 Political
    • 3.6.2 Economic
    • 3.6.3 Social
    • 3.6.4 Technological
  • 3.7 COVID-19 Impact Analysis

Chapter 4 Data Annotation Tools: Type Outlook

  • 4.1 Data Annotation Tools Market Share by Type, 2023 & 2030
  • 4.2 Text
    • 4.2.1 Text Annotation Tools Market, By Region, 2017 - 2030
  • 4.3 Image
    • 4.3.1 Image Data Annotation Tools Market, By Region, 2017 - 2030
  • 4.4 Others
    • 4.4.1 Others Data Annotation Tools Market, By Region, 2017 - 2030

Chapter 5 Data Annotation Tools: Annotation Type Outlook

  • 5.1 Data Annotation Tools Market Share by Annotation Type, 2023 & 2030
  • 5.2 Manual
    • 5.2.1 Manual Annotation Tools Market, By Region, 2017 - 2030
  • 5.3 Semi-Supervised
    • 5.3.1 Semi-Supervised Data Annotation Tools Market, By Region, 2017 - 2030
  • 5.4 Automatic
    • 5.4.1 Automatic Data Annotation Tools Market, By Region, 2017 - 2030

Chapter 6 Data Annotation Tools: Vertical Outlook

  • 6.1 Data Annotation Tools Market Share by Vertical, 2023 & 2030
  • 6.2 IT
    • 6.2.1 It Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.3 Automotive
    • 6.3.1 Automotive Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.4 Government
    • 6.4.1 Government Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.5 Healthcare
    • 6.5.1 Healthcare Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.6 Financial Services
    • 6.6.1 Financial Services Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.7 Retail
    • 6.7.1 Retail Data Annotation Tools Market, By Region, 2017 - 2030
  • 6.8 Others
    • 6.8.1 Others Data Annotation Tools Market, By Region, 2017 - 2030

Chapter 7 Data Annotation Tools: Regional Outlook

  • 7.1 North America
    • 7.1.1 North America Data Annotation Tools Market, By Type, 2017 - 2030
    • 7.1.2 North America Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 7.1.3 North America Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.1.4 U.S.
      • 7.1.4.1 U.S. Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.1.4.2 U.S. Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.1.4.3 U.S. Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.1.5 Canada
      • 7.1.5.1 Canada Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.1.5.2 Canada Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.1.5.3 Canada Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.1.6 Mexico
      • 7.1.6.1 Mexico Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.1.6.2 Mexico Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.1.6.3 Mexico Data Annotation Tools Market, By Vertical, 2017 - 2030
  • 7.2 Europe
    • 7.2.1 Europe Data Annotation Tools Market, By Type, 2017 - 2030
    • 7.2.2 Europe Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 7.2.3 Europe Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.2.4 UK
      • 7.2.4.1 UK Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.2.4.2 UK Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.2.4.3 UK Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.2.5 Germany
      • 7.2.5.1 Germany Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.2.5.2 Germany Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.2.5.3 Germany Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.2.6 France
      • 7.2.6.1 France Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.2.6.2 France Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.2.6.3 France Data Annotation Tools Market, By Vertical, 2017 - 2030
  • 7.3 Asia Pacific
    • 7.3.1 Asia Pacific Data Annotation Tools Market, By Type, 2017 - 2030
    • 7.3.2 Asia Pacific Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 7.3.3 Asia Pacific Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.3.4 China
      • 7.3.4.1 China Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.3.4.2 China Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.3.4.3 China Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.3.5 Japan
      • 7.3.5.1 Japan Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.3.5.2 Japan Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.3.5.3 Japan Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.3.6 India
      • 7.3.6.1 India Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.3.6.2 India Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.3.6.3 India Data Annotation Tools Market, By Vertical, 2017 - 2030
  • 7.4 South America
    • 7.4.1 South America Data Annotation Tools Market, By Type, 2017 - 2030
    • 7.4.2 South America Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 7.4.3 South America Data Annotation Tools Market, By Vertical, 2017 - 2030
    • 7.4.4 BRAZIL
      • 7.4.4.1 Brazil Data Annotation Tools Market, By Type, 2017 - 2030
      • 7.4.4.2 Brazil Data Annotation Tools Market, By Annotation Type, 2017 - 2030
      • 7.4.4.3 Brazil Data Annotation Tools Market, By Vertical, 2017 - 2030
  • 7.5 MEA
    • 7.5.1 MEA Data Annotation Tools Market, By Type, 2017 - 2030
    • 7.5.2 MEA Data Annotation Tools Market, By Annotation Type, 2017 - 2030
    • 7.5.3 MEA Data Annotation Tools Market, By Vertical, 2017 - 2030

Chapter 8 Competitive Landscape

  • 8.1 Company Profiles
    • 8.1.1 ANNOTATE.COM
      • 8.1.1.1 Company Overview
      • 8.1.1.2 Product Benchmarking
    • 8.1.2 APPEN LIMITED
      • 8.1.2.1 Company Overview
      • 8.1.2.2 Financial Performance
      • 8.1.2.3 Product Benchmarking
      • 8.1.2.4 Recent developments
    • 8.1.3 CLOUDAPP
      • 8.1.3.1 Company Overview
      • 8.1.3.2 Product Benchmarking
    • 8.1.4 COGITO TECH LLC
      • 8.1.4.1 Company Overview
      • 8.1.4.2 Product Benchmarking
    • 8.1.5 DEEP SYSTEMS, LLC
      • 8.1.5.1 Company Overview
      • 8.1.5.2 Product Benchmarking
    • 8.1.6 LABELBOX, INC
      • 8.1.6.1 Company Overview
      • 8.1.6.2 Financial Performance
      • 8.1.6.3 Product Benchmarking
      • 8.1.6.4 Recent developments
    • 8.1.7 LIGHTTAG
      • 8.1.7.1 Company Overview
      • 8.1.7.2 Product Benchmarking
    • 8.1.8 LOTUS QUALITY ASSURANCE
      • 8.1.8.1 Company Overview
      • 8.1.8.2 Product Benchmarking
    • 8.1.9 PLAYMENT INC.
      • 8.1.9.1 Company Overview
      • 8.1.9.2 Product Benchmarking
    • 8.1.10 TAGTOG SP. Z O.O.
      • 8.1.10.1 Company Overview
      • 8.1.10.2 Product Benchmarking
    • 8.1.11 CLOUDFACTORY LIMITED
      • 8.1.11.1 Company Overview
      • 8.1.11.2 Financial Performance
      • 8.1.11.3 Product Benchmarking
      • 8.1.11.4 Recent developments
    • 8.1.12 CLICKWORKER GMBH
      • 8.1.12.1 Company Overview
      • 8.1.12.2 Product Benchmarking
    • 8.1.13 ALEGION
      • 8.1.13.1 Company Overview
      • 8.1.13.2 Product Benchmarking
      • 8.1.13.3 Recent developments
    • 8.1.14 FIGURE EIGHT INC.
      • 8.1.14.1 Company Overview
      • 8.1.14.2 Product Benchmarking
    • 8.1.15 AMAZON MECHANICAL TURK, INC.
      • 8.1.15.1 Company Overview
      • 8.1.15.2 Product Benchmarking
      • 8.1.15.3 Recent developments
    • 8.1.16 EXPLOSION AI GMBH
      • 8.1.16.1 Company Overview
      • 8.1.16.2 Product Benchmarking
    • 8.1.17 MIGHTY AI, INC.
      • 8.1.17.1 Company Overview
      • 8.1.17.2 Product Benchmarking
    • 8.1.18 TRILLDATA TECHNOLOGIES PVT LTD
      • 8.1.18.1 Company Overview
      • 8.1.18.2 Product Benchmarking
    • 8.1.19 SCALE AI, INC.
      • 8.1.19.1 Company Overview
      • 8.1.19.2 Product Benchmarking
      • 8.1.19.3 Recent developments
    • 8.1.20 GOOGLE LLC
      • 8.1.20.1 Company Overview
      • 8.1.20.2 Financial Performance
      • 8.1.20.3 Product Benchmarking
    • 8.1.21 LIONBRIDGE TECHNOLOGIES, INC.
      • 8.1.21.1 Company Overview
      • 8.1.21.2 Product Benchmarking
      • 8.1.21.3 Recent developments
    • 8.1.22 SUPERANNOTATE LLC
      • 8.1.22.1 Company Overview
      • 8.1.22.2 Product Benchmarking
      • 8.1.2.3 Recent developments

List of Tables

  • Table 1 Data annotation tools Market - Industry snapshot & key buying criteria, 2017 - 2030
  • Table 2 Global data annotation tools market, 2017 - 2030 (USD Million)
  • Table 3 Global data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 4 Global data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 5 Global data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 6 Global data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 7 Key market driver impact
  • Table 8 Key market restraints impact
  • Table 9 List of key market Companies
  • Table 10 Text data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 11 Image data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 12 Others data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 13 Manual data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 14 Semi-Supervised data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 15 Automatic data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 16 IT data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 17 Automotive data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 18 Government data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 19 Healthcare data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 20 Financial Services data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 21 Retail data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 22 Other data annotation tools market, by region, 2017 - 2030 (USD Million)
  • Table 23 North America data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 24 North America data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 25 North America data annotation Tools market, By vertical, 2017 - 2030 (USD Million)
  • Table 26 U.S. data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 27 U.S. data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 28 U.S. data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 29 Canada data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 30 Canada data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 31 Canada data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 32 Mexico data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 33 Mexico data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 34 Mexico data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 35 Europe data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 36 Europe data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 37 Europe data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 38 UK data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 39 UK data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 40 UK data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 41 Germany data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 42 Germany data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 43 Germany data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 44 France data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 45 France data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 46 France data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 47 Asia Pacific data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 48 Asia Pacific data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 49 Asia Pacific data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 50 China data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 51 China data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 52 China data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 53 Japan data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 54 Japan data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 55 Japan data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 56 India data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 57 India data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 58 India data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 59 South America data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 60 South America data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 61 South America data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 62 Brazil data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 63 Brazil data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 64 Brazil data annotation tools market, by vertical, 2017 - 2030 (USD Million)
  • Table 65 MEA data annotation tools market, by type, 2017 - 2030 (USD Million)
  • Table 66 MEA data annotation tools market, by annotation type, 2017 - 2030 (USD Million)
  • Table 67 MEA data annotation tools market, by vertical, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Research Process
  • Fig. 2 Market Formulation
  • Fig. 3 Data annotation tools market segmentation
  • Fig. 4 Global data annotation tools market 2017 - 2030 (USD Million)
  • Fig. 5 Data annotation tools - Process flow analysis
  • Fig. 6 Data annotation tools market dynamics
  • Fig. 7 Data annotation tools market share by type, 2023 & 2030
  • Fig. 8 Data annotation tools market share by annotation type, 2023 & 2030
  • Fig. 9 Data annotation tools market share by vertical, 2023 & 2030
  • Fig. 10 Regional marketplace: Key takeaways